[{"run_id":"20260906T231458-5fdd2fff","observed_at":"2026-09-06 23:14:58.172943+00:00","course_uid":"course_db18623420e4bab76d92584d","course_id":"ME 740","catalog_version_id":"4659fb51ea30c023680a2a49d499f4cd5944793d1297238c8c758e563abb73da","record_version_id":"f1d90913037eef84cb76e50f5bd893c520a805cb65dfe304cc8648aaf630147c","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"24af5ada00ae65c09fe40c9f77af740ae69e28209c6c743979ec9bb3f8f69572","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[],\"condition\":\"Graduate/professional standing\",\"course\":null,\"evidence\":\"Graduate/professional standing\",\"id\":\"n0\",\"kind\":\"condition\"}],\"notes\":[],\"root\":\"n0\",\"status\":\"parsed\"}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":false},{"run_id":"20260906T231458-5fdd2fff","observed_at":"2026-09-06 23:14:58.172943+00:00","course_uid":"course_db18623420e4bab76d92584d","course_id":"ME 740","catalog_version_id":"4659fb51ea30c023680a2a49d499f4cd5944793d1297238c8c758e563abb73da","record_version_id":"f1d90913037eef84cb76e50f5bd893c520a805cb65dfe304cc8648aaf630147c","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"24af5ada00ae65c09fe40c9f77af740ae69e28209c6c743979ec9bb3f8f69572","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"EMA/ME 440\",\"field\":\"description\",\"quote\":\"Harmonic motion; natural frequencies and vibration of damped and undamped single and multi-degree of freedom systems; general theory of free, forced, and transient vibrations modal analysis; lumped-mass modeling; balancing; vibration absorbers and tuned mass dampers; method of matrix equation formulation and solution; finite element modeling.\"}],\"text\":\"Fundamentals of mechanical vibrations including modal analysis, lumped-mass modeling, and matrix methods.\"}],\"search_phrases\":[\"advanced mechanical vibrations\",\"finite element vibration analysis\",\"EMA ME 440 prerequisites\",\"graduate vibrations course\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"ME 740\",\"field\":\"description\",\"quote\":\"analytical, numerical and finite element methods applied to the analysis and design of mechanical systems\"}],\"text\":\"Applying analytical, numerical, and finite element methods to mechanical systems.\"},{\"evidence\":[{\"course_id\":\"ME 740\",\"field\":\"description\",\"quote\":\"analysis and design of mechanical systems consisting of cables, bars, shafts, beams, frames, rings, membranes, plates and shells\"}],\"text\":\"Analyzing and designing various mechanical structural components under dynamic loads.\"}],\"summary\":{\"evidence\":[{\"course_id\":\"ME 740\",\"field\":\"title\",\"quote\":\"ADVANCED VIBRATIONS\"},{\"course_id\":\"ME 740\",\"field\":\"description\",\"quote\":\"Vibration of mechanical components subject to dynamic loads; analytical, numerical and finite element methods applied to the analysis and design of mechanical systems\"}],\"text\":\"Advanced study of vibration in mechanical components using analytical, numerical, and finite element methods for design.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"ME 740\",\"field\":\"description\",\"quote\":\"mechanical systems consisting of cables, bars, shafts, beams, frames, rings, membranes, plates and shells\"}],\"text\":\"Vibration of various mechanical structural elements.\"},{\"evidence\":[{\"course_id\":\"ME 740\",\"field\":\"description\",\"quote\":\"subject to dynamic loads\"}],\"text\":\"Dynamic load effects on mechanical components.\"}]}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":false},{"run_id":"20260906T231458-5fdd2fff","observed_at":"2026-09-06 23:14:58.172943+00:00","course_uid":"course_db18623420e4bab76d92584d","course_id":"ME 740","catalog_version_id":"4659fb51ea30c023680a2a49d499f4cd5944793d1297238c8c758e563abb73da","record_version_id":"f1d90913037eef84cb76e50f5bd893c520a805cb65dfe304cc8648aaf630147c","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"24af5ada00ae65c09fe40c9f77af740ae69e28209c6c743979ec9bb3f8f69572","section":"student_experience","status":"insufficient_evidence","value_json":"{\"status\":\"insufficient_evidence\",\"themes\":[]}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":false},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_db18623420e4bab76d92584d","course_id":"ME 740","catalog_version_id":"4659fb51ea30c023680a2a49d499f4cd5944793d1297238c8c758e563abb73da","record_version_id":"f1d90913037eef84cb76e50f5bd893c520a805cb65dfe304cc8648aaf630147c","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"66af169c063f6ce6c154c42f1d778af3ad9bb6a82d9bfb75acf17f441ebd7d39","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[],\"condition\":\"Graduate/professional standing\",\"course\":null,\"evidence\":\"Graduate/professional standing\",\"id\":\"n0\",\"kind\":\"condition\"}],\"notes\":[],\"root\":\"n0\",\"status\":\"parsed\"}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":true},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_db18623420e4bab76d92584d","course_id":"ME 740","catalog_version_id":"4659fb51ea30c023680a2a49d499f4cd5944793d1297238c8c758e563abb73da","record_version_id":"f1d90913037eef84cb76e50f5bd893c520a805cb65dfe304cc8648aaf630147c","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"66af169c063f6ce6c154c42f1d778af3ad9bb6a82d9bfb75acf17f441ebd7d39","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"EMA/ME 440\",\"field\":\"description\",\"quote\":\"Harmonic motion; natural frequencies and vibration of damped and undamped single and multi-degree of freedom systems; general theory of free, forced, and transient vibrations modal analysis; lumped-mass modeling; balancing; vibration absorbers and tuned mass dampers; method of matrix equation formulation and solution; finite element modeling.\"}],\"text\":\"Fundamentals of mechanical vibrations including modal analysis, lumped-mass modeling, and matrix methods.\"}],\"search_phrases\":[\"advanced mechanical vibrations\",\"finite element vibration analysis\",\"EMA ME 440 prerequisites\",\"graduate vibrations course\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"ME 740\",\"field\":\"description\",\"quote\":\"analytical, numerical and finite element methods applied to the analysis and design of mechanical systems\"}],\"text\":\"Applying analytical, numerical, and finite element methods to mechanical systems.\"},{\"evidence\":[{\"course_id\":\"ME 740\",\"field\":\"description\",\"quote\":\"analysis and design of mechanical systems consisting of cables, bars, shafts, beams, frames, rings, membranes, plates and shells\"}],\"text\":\"Analyzing and designing various mechanical structural components under dynamic loads.\"}],\"summary\":{\"evidence\":[{\"course_id\":\"ME 740\",\"field\":\"title\",\"quote\":\"ADVANCED VIBRATIONS\"},{\"course_id\":\"ME 740\",\"field\":\"description\",\"quote\":\"Vibration of mechanical components subject to dynamic loads; analytical, numerical and finite element methods applied to the analysis and design of mechanical systems\"}],\"text\":\"Advanced study of vibration in mechanical components using analytical, numerical, and finite element methods for design.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"ME 740\",\"field\":\"description\",\"quote\":\"mechanical systems consisting of cables, bars, shafts, beams, frames, rings, membranes, plates and shells\"}],\"text\":\"Vibration of various mechanical structural elements.\"},{\"evidence\":[{\"course_id\":\"ME 740\",\"field\":\"description\",\"quote\":\"subject to dynamic loads\"}],\"text\":\"Dynamic load effects on mechanical components.\"}]}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":true},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_db18623420e4bab76d92584d","course_id":"ME 740","catalog_version_id":"4659fb51ea30c023680a2a49d499f4cd5944793d1297238c8c758e563abb73da","record_version_id":"f1d90913037eef84cb76e50f5bd893c520a805cb65dfe304cc8648aaf630147c","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"66af169c063f6ce6c154c42f1d778af3ad9bb6a82d9bfb75acf17f441ebd7d39","section":"student_experience","status":"insufficient_evidence","value_json":"{\"status\":\"insufficient_evidence\",\"themes\":[]}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":true},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_db18623420e4bab76d92584d","course_id":"ME 740","catalog_version_id":"4659fb51ea30c023680a2a49d499f4cd5944793d1297238c8c758e563abb73da","record_version_id":"f1d90913037eef84cb76e50f5bd893c520a805cb65dfe304cc8648aaf630147c","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"16734dc2aef7ddd72e279a8196a11f09f506c1f5313f4883a613d2e6ecbd6d53","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[],\"condition\":\"Graduate/professional standing\",\"course\":null,\"evidence\":\"Graduate/professional standing\",\"id\":\"n0\",\"kind\":\"condition\"}],\"notes\":[],\"root\":\"n0\",\"status\":\"parsed\"}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":true},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_db18623420e4bab76d92584d","course_id":"ME 740","catalog_version_id":"4659fb51ea30c023680a2a49d499f4cd5944793d1297238c8c758e563abb73da","record_version_id":"f1d90913037eef84cb76e50f5bd893c520a805cb65dfe304cc8648aaf630147c","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"16734dc2aef7ddd72e279a8196a11f09f506c1f5313f4883a613d2e6ecbd6d53","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"EMA/ME 440\",\"field\":\"description\",\"quote\":\"Harmonic motion; natural frequencies and vibration of damped and undamped single and multi-degree of freedom systems; general theory of free, forced, and transient vibrations modal analysis; lumped-mass modeling; balancing; vibration absorbers and tuned mass dampers; method of matrix equation formulation and solution; finite element modeling.\"}],\"text\":\"Fundamentals of mechanical vibrations including modal analysis, lumped-mass modeling, and matrix methods.\"}],\"search_phrases\":[\"advanced mechanical vibrations\",\"finite element vibration analysis\",\"EMA ME 440 prerequisites\",\"graduate vibrations course\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"ME 740\",\"field\":\"description\",\"quote\":\"analytical, numerical and finite element methods applied to the analysis and design of mechanical systems\"}],\"text\":\"Applying analytical, numerical, and finite element methods to mechanical systems.\"},{\"evidence\":[{\"course_id\":\"ME 740\",\"field\":\"description\",\"quote\":\"analysis and design of mechanical systems consisting of cables, bars, shafts, beams, frames, rings, membranes, plates and shells\"}],\"text\":\"Analyzing and designing various mechanical structural components under dynamic loads.\"}],\"summary\":{\"evidence\":[{\"course_id\":\"ME 740\",\"field\":\"title\",\"quote\":\"ADVANCED VIBRATIONS\"},{\"course_id\":\"ME 740\",\"field\":\"description\",\"quote\":\"Vibration of mechanical components subject to dynamic loads; analytical, numerical and finite element methods applied to the analysis and design of mechanical systems\"}],\"text\":\"Advanced study of vibration in mechanical components using analytical, numerical, and finite element methods for design.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"ME 740\",\"field\":\"description\",\"quote\":\"mechanical systems consisting of cables, bars, shafts, beams, frames, rings, membranes, plates and shells\"}],\"text\":\"Vibration of various mechanical structural elements.\"},{\"evidence\":[{\"course_id\":\"ME 740\",\"field\":\"description\",\"quote\":\"subject to dynamic loads\"}],\"text\":\"Dynamic load effects on mechanical components.\"}]}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":true},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_db18623420e4bab76d92584d","course_id":"ME 740","catalog_version_id":"4659fb51ea30c023680a2a49d499f4cd5944793d1297238c8c758e563abb73da","record_version_id":"f1d90913037eef84cb76e50f5bd893c520a805cb65dfe304cc8648aaf630147c","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"16734dc2aef7ddd72e279a8196a11f09f506c1f5313f4883a613d2e6ecbd6d53","section":"student_experience","status":"insufficient_evidence","value_json":"{\"status\":\"insufficient_evidence\",\"themes\":[]}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":true},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_db18623420e4bab76d92584d","course_id":"ME 740","catalog_version_id":"4659fb51ea30c023680a2a49d499f4cd5944793d1297238c8c758e563abb73da","record_version_id":"f1d90913037eef84cb76e50f5bd893c520a805cb65dfe304cc8648aaf630147c","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"16734dc2aef7ddd72e279a8196a11f09f506c1f5313f4883a613d2e6ecbd6d53","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"a90d6aecd0f575165d6c685c608701c94f3df0a7ee870fdfca7d01bff8689a32\",\"course_id\":\"ME 740\",\"current_instructors\":[],\"difficulty_workload\":[],\"errors\":[],\"historical_context\":[],\"message\":\"No course-specific reviews available\",\"offered\":false,\"profile_hash\":\"5cb4dabf887cdbcd8c00d5a1312e10828b95c63f30bc3ea76aea199565390d02\",\"quick_take\":[{\"citations\":[{\"course_id\":\"ME 740\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"99c8f542-28ef-3023-b3d9-6d04ee0be572\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1114\",\"type\":\"grade\"},{\"course_id\":\"ME 740\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"99c8f542-28ef-3023-b3d9-6d04ee0be572\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1134\",\"type\":\"grade\"},{\"course_id\":\"ME 740\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"99c8f542-28ef-3023-b3d9-6d04ee0be572\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1164\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2011: 3.88 GPA, 93.8% A/AB (n=16 letter grades); Spring 2013: 3.93 GPA, 100.0% A/AB (n=22 letter grades); Spring 2016: 3.93 GPA, 100.0% A/AB (n=21 letter grades).\"}],\"student_experience\":[],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[],\"term_id\":\"1272\",\"term_name\":\"2026 Fall\",\"version\":2}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":true}]